A deep learning method for bearing fault diagnosis based on Cyclic Spectral Coherence and Convolutional Neural Networks
Zhuyun Chen, Alexandre Mauricio, Weihua Li, Konstantinos Gryllias
Topics & Concepts
Discriminative modelArtificial intelligenceComputer sciencePattern recognition (psychology)Convolutional neural networkDeep learningNormalization (sociology)Rolling-element bearingCyclostationary processFeature learningPreprocessorFeature (linguistics)Fault (geology)AutoencoderBearing (navigation)VibrationChannel (broadcasting)SociologyPhilosophyPhysicsComputer networkLinguisticsAnthropologyQuantum mechanicsSeismologyGeologyMachine Fault Diagnosis TechniquesGear and Bearing Dynamics AnalysisEngineering Diagnostics and Reliability